Ecosystem page for Apache Burr

docs/ecosystem.rst

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+..
+   Licensed to the Apache Software Foundation (ASF) under one
+   or more contributor license agreements.  See the NOTICE file
+   distributed with this work for additional information
+   regarding copyright ownership.  The ASF licenses this file
+   to you under the Apache License, Version 2.0 (the
+   "License"); you may not use this file except in compliance
+   with the License.  You may obtain a copy of the License at
+
+     http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing,
+   software distributed under the License is distributed on an
+   "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+   KIND, either express or implied.  See the License for the
+   specific language governing permissions and limitations
+   under the License.
+
+=========
+Ecosystem
+=========
+
+Welcome to the Apache Burr Ecosystem page! This page showcases integrations, examples, and resources to help you build better applications with Burr.
+
+.. note::
+   This page is a work in progress. If you have an integration or example you'd like to share, please `open a PR <https://github.com/apache/burr/pulls>`_!
+
+---------------------
+🚀 Interactive Tutorials
+---------------------
+
+* `Burr Examples <https://github.com/apache/burr/tree/main/examples>`_
+  Explore a wide range of examples demonstrating Burr's capabilities, from simple chatbots to complex multi-agent systems.
+
+---------------------
+Built-in Integrations
+---------------------
+
+Burr integrates deeply with the Python data and AI ecosystem. Here are some of the key integrations available in our `examples` directory.
+
+LLM & AI Frameworks
+-------------------
+
+.. list-table::
+   :widths: 20 40 40
+   :header-rows: 1
+
+   * - Integration
+     - Description
+     - Example
+   * - **OpenAI**
+     - Build agents using OpenAI's powerful models.
+     - `OpenAI Examples <https://github.com/apache/burr/tree/main/examples/openai-compatible-agent>`_
+   * - **LlamaIndex**
+     - Connect your custom data to LLMs.
+     - `LlamaIndex Integration <https://github.com/apache/burr/tree/main/examples/resource_management>`_
+   * - **Haystack**
+     - Build end-to-end NLP pipelines.
+     - `Haystack Integration <https://github.com/apache/burr/tree/main/examples/haystack-integration>`_
+   * - **Instructor**
+     - Structured outputs for LLMs.
+     - `Instructor Examples <https://github.com/apache/burr/tree/main/examples/instructor-gemini-flash>`_
+   * - **Google Gemini**
+     - specific examples using Google's Gemini models.
+     - `Gemini Examples <https://github.com/apache/burr/tree/main/examples/instructor-gemini-flash>`_
+
+Orchestration & Data
+--------------------
+
+.. list-table::
+   :widths: 20 40 40
+   :header-rows: 1
+
+   * - Integration
+     - Description
+     - Example
+   * - **Hamilton**
+     - Define dataflows for modular, testable applications.
+     - `Hamilton Integration <https://github.com/apache/burr/tree/main/examples/hamilton-integration>`_
+   * - **Ray**
+     - Scale your Burr applications with distributed computing.
+     - `Ray Examples <https://github.com/apache/burr/tree/main/examples/ray>`_
+
+Web & API
+---------
+
+.. list-table::
+   :widths: 20 40 40
+   :header-rows: 1
+
+   * - Integration
+     - Description
+     - Example
+   * - **FastAPI**
+     - Serve your Burr agents as high-performance APIs.
+     - `FastAPI Streaming <https://github.com/apache/burr/tree/main/examples/streaming-fastapi>`_
+   * - **Streamlit**
+     - Build interactive web apps for your agents.
+     - `Streamlit Examples <https://github.com/apache/burr/tree/main/examples/demo_react_app>`_
+
+Databases & Vector Stores
+-------------------------
+
+.. list-table::
+   :widths: 20 40 40
+   :header-rows: 1
+
+   * - Integration
+     - Description
+     - Example
+   * - **LanceDB**
+     - Serverless vector database for RAG applications.
+     - `RAG with LanceDB <https://github.com/apache/burr/tree/main/examples/rag-lancedb-ingestion>`_
+   * - **Qdrant**
+     - Vector similarity search engine.
+     - `Qdrant Examples <https://github.com/apache/burr/tree/main/examples/conversational-rag>`_
+
+Observability
+-------------
+
+.. list-table::
+   :widths: 20 40 40
+   :header-rows: 1
+
+   * - Integration
+     - Description
+     - Example
+   * - **OpenTelemetry**
+     - Instrument your applications for observability.
+     - `OpenTelemetry Integration <https://github.com/apache/burr/tree/main/examples/opentelemetry>`_